Security | Threat Detection | Cyberattacks | DevSecOps | Compliance

This October, that journey reaches its most practical phase yet. Acronis Events Acronis Accelerate: Time to act Register now.

The concern about fine-tuning is that it quietly converts a deployer into a provider, pulling in conformity assessment, technical documentation and a quality management system nobody budgeted for. ‍ The concern is misdirected. Fine-tuning is among the least likely routes to reclassification, and the route almost nobody worries about requires no training compute at all. ‍

Within Netwrix Security Research, we were helping a customer with an Entra ID assessment and knew they'd already done AD tiering on-prem. We also knew they had domain controllers virtualized in Azure, but it was hard to tell which Windows Server was actually a DC. We figured out that Azure Run Command lets you run commands as SYSTEM, so we used that to do reconnaissance and identify the DCs.

MITRE ATT&CK's detection analytic for adversaries mining SharePoint describes bulk access to files and metadata in a short window by privileged or rarely used accounts. That is also a description of Microsoft 365 Copilot answering a question. The technique hasn't changed, but the baseline has, and the exposure now happens with no vulnerability, no compromised credential, and no malicious intent anywhere in the chain.

Recent cyberattacks against U.S. water and wastewater systems have put some familiar operational technology (OT) security problems back in the headlines. Federal agencies have warned about malicious actors targeting internet-facing programmable logic controllers (PLCs), changing device configurations, and disrupting operations at utilities across multiple states.

A Ukrainian-branded ClickFix lure, a Russian-branded traffic panel, and victims from 32 countries across Europe, the Americas and Asia-Pacific.

Scammers are using AI to generate phishing pages that impersonate antivirus products, according to Malwarebytes.

China-based cybercriminals are using a sophisticated phishing-as-a-service platform called the “Outsider Phishing Kit” to launch massive phishing campaigns around the world, according to researchers at Group-IB. “The scale of this operation is staggering,” the researchers write. “From December 2025 to May 2026, Group-IB has identified over 100,000 phishing pages targeting 54+ countries, leveraging 267 (and growing) phishing templates.

Every security vendor’s homepage now says “AI-powered” somewhere above the fold, and most are describing the same scanners they sold in 2022 with a model bolted onto the reporting layer. Buyers have noticed, and the skepticism is earned. When everything claims to be intelligent, the label stops conveying information. A security lead evaluating tools is left with one question that matters: whether the tool can actually think through an attack the way a pentester does.

Running Kubernetes in production takes real work. Patching control planes, managing upgrades, and keeping clusters highly available pulls engineers away from shipping applications. Red Hat OpenShift on IBM Cloud removes that operational load. IBM runs the platform as a fully managed service, and your team keeps its attention on workloads.